ShreeKanade07/Sketch_Inpainting · Apply for community grant: Personal project (gpu and storage)

Project Title: Advancing Shoe Design with Stable Diffusion Image Generation

Project Description:
The project focuses on revolutionizing shoe design through the integration of cutting-edge technology. By harnessing the power of Stable Diffusion image generation, the aim to create a novel platform that enables the seamless transformation of real shoe images and sketches of shoe edges into visually striking and unique shoe designs.

Key Project Components:

Real Image Integration: The project involves incorporating real shoe images into the image generation process. These authentic images serve as the foundation for the creation of new and imaginative shoe designs.
Sketch of Edges Utilization: By utilizing sketches of shoe edges, the project introduces a creative element that adds depth and detail to the generated shoe designs. These sketches act as a blueprint for the generation of visually appealing and innovative shoe concepts.
Stable Diffusion Image Generation: Leveraging the advanced capabilities of Stable Diffusion, the project facilitates the generation of high-quality, photorealistic shoe designs that seamlessly blend the characteristics of the real images and the sketches of shoe edges. This process enables the creation of diverse and captivating shoe designs that push the boundaries of traditional design methods.
GPU Acceleration Requirement: To enhance the efficiency and performance of the image generation process, your project necessitates access to GPU resources. These resources are essential for accelerating the computation and rendering of the generated shoe designs, ensuring swift and seamless production of visually stunning outputs.
Potential Impact and Benefits:
The project holds the potential to revolutionize the shoe design industry by introducing a novel approach that combines real images, sketches of edges, and advanced image generation techniques. By leveraging Stable Diffusion technology, it can empower designers and creators to explore new realms of creativity and innovation in shoe design.

Model Output:

Securing a community grant for GPU resources will be instrumental in driving the success of project, enabling to optimize the image generation process, enhance design capabilities, and deliver exceptional results that inspire and captivate audiences within the shoe design community.